240 search results - page 14 / 48 » Temporally-aware algorithms for document classification |
136
Voted
FLAIRS
2008
15 years 5 months ago
2008
Spectral Graph Transducer(SGT) is one of the superior graph-based transductive learning methods for classification. As for the Spectral Graph Transducer algorithm, a good graph re...
127
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DAS
2010
Springer
15 years 6 months ago
2010
Springer
We consider the problem of dealing with irrelevant votes when a multi-case classifier is built from an ensemble of binary classifiers. We show how run-off elections can be used to...
150
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ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Text classification poses some specific challenges. One such challenge is its high dimensionality where each document (data point) contains only a small subset of them. In this pap...
120
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ICDAR
2003
IEEE
15 years 8 months ago
2003
IEEE
This paper proposes a binary classification tree aiming at solving multi-class classification problems using binary classifiers. The tree design is achieved in a way that a class ...
105
Voted
WWW
2005
ACM
16 years 4 months ago
2005
ACM
While several hierarchical classification methods have been applied to web content, such techniques invariably rely on a pre-defined taxonomy of documents. We propose a new techni...